
import re
import tempfile
from pathlib import Path

import pytest
import yaml

from datasets.utils.readme import ReadMe


# @pytest.fixture
# def example_yaml_structure():

lowerCamelCase_    :			Tuple    =	yaml.safe_load(
    """\
name: \"\"
allow_empty: false
allow_empty_text: true
subsections:
  - name: \"Dataset Card for X\" # First-level markdown heading
    allow_empty: false
    allow_empty_text: true
    subsections:
      - name: \"Table of Contents\"
        allow_empty: false
        allow_empty_text: false
        subsections: null
      - name: \"Dataset Description\"
        allow_empty: false
        allow_empty_text: false
        subsections:
          - name: \"Dataset Summary\"
            allow_empty: false
            allow_empty_text: false
            subsections: null
          - name: \"Supported Tasks and Leaderboards\"
            allow_empty: true
            allow_empty_text: true
            subsections: null
          - name: Languages
            allow_empty: false
            allow_empty_text: true
            subsections: null
"""
)


lowerCamelCase_    :			int    =	{
    """name""": """root""",
    """text""": """""",
    """is_empty_text""": True,
    """subsections""": [
        {
            """name""": """Dataset Card for My Dataset""",
            """text""": """""",
            """is_empty_text""": True,
            """subsections""": [
                {"""name""": """Table of Contents""", """text""": """Some text here.""", """is_empty_text""": False, """subsections""": []},
                {
                    """name""": """Dataset Description""",
                    """text""": """Some text here.""",
                    """is_empty_text""": False,
                    """subsections""": [
                        {
                            """name""": """Dataset Summary""",
                            """text""": """Some text here.""",
                            """is_empty_text""": False,
                            """subsections""": [],
                        },
                        {
                            """name""": """Supported Tasks and Leaderboards""",
                            """text""": """""",
                            """is_empty_text""": True,
                            """subsections""": [],
                        },
                        {"""name""": """Languages""", """text""": """Language Text""", """is_empty_text""": False, """subsections""": []},
                    ],
                },
            ],
        }
    ],
}


lowerCamelCase_    :			int    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
"""


lowerCamelCase_    :			Union[str, Any]    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
#### Extra Ignored Subsection
### Supported Tasks and Leaderboards
### Languages
Language Text
"""

lowerCamelCase_    :			Any    =	{
    """name""": """root""",
    """text""": """""",
    """is_empty_text""": True,
    """subsections""": [
        {
            """name""": """Dataset Card for My Dataset""",
            """text""": """""",
            """is_empty_text""": True,
            """subsections""": [
                {"""name""": """Table of Contents""", """text""": """Some text here.""", """is_empty_text""": False, """subsections""": []},
                {
                    """name""": """Dataset Description""",
                    """text""": """Some text here.""",
                    """is_empty_text""": False,
                    """subsections""": [
                        {
                            """name""": """Dataset Summary""",
                            """text""": """Some text here.""",
                            """is_empty_text""": False,
                            """subsections""": [
                                {
                                    """name""": """Extra Ignored Subsection""",
                                    """text""": """""",
                                    """is_empty_text""": True,
                                    """subsections""": [],
                                }
                            ],
                        },
                        {
                            """name""": """Supported Tasks and Leaderboards""",
                            """text""": """""",
                            """is_empty_text""": True,
                            """subsections""": [],
                        },
                        {"""name""": """Languages""", """text""": """Language Text""", """is_empty_text""": False, """subsections""": []},
                    ],
                },
            ],
        }
    ],
}

lowerCamelCase_    :			str    =	"""\
---
---
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
"""

lowerCamelCase_    :			Optional[Any]    =	(
    """The following issues were found for the README at `{path}`:\n-\tEmpty YAML markers are present in the README."""
)

lowerCamelCase_    :			List[str]    =	"""\
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
"""

lowerCamelCase_    :			str    =	(
    """The following issues were found for the README at `{path}`:\n-\tNo YAML markers are present in the README."""
)

lowerCamelCase_    :			Optional[int]    =	"""\
---
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
"""

lowerCamelCase_    :			str    =	"""The following issues were found for the README at `{path}`:\n-\tOnly the start of YAML tags present in the README."""

lowerCamelCase_    :			Optional[int]    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
### Supported Tasks and Leaderboards
### Languages
Language Text
"""
lowerCamelCase_    :			List[str]    =	"""The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Dataset Summary` but it is empty.\n-\tExpected some text in section `Dataset Summary` but it is empty (text in subsections are ignored)."""


lowerCamelCase_    :			Dict    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
"""
lowerCamelCase_    :			int    =	"""The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Dataset Card for My Dataset` but it is empty.\n-\tSection `Dataset Card for My Dataset` expected the following subsections: `Table of Contents`, `Dataset Description`. Found 'None'."""

lowerCamelCase_    :			List[str]    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Languages
Language Text
"""

lowerCamelCase_    :			List[Any]    =	"""The following issues were found for the README at `{path}`:\n-\tSection `Dataset Description` is missing subsection: `Supported Tasks and Leaderboards`."""


lowerCamelCase_    :			Optional[Any]    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
"""

lowerCamelCase_    :			Union[str, Any]    =	"""The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Languages` but it is empty."""

lowerCamelCase_    :			List[str]    =	"""\
---
language:
- zh
- en
---

## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
"""
lowerCamelCase_    :			Any    =	"""The following issues were found for the README at `{path}`:\n-\tThe README has no first-level headings. One heading is expected. Skipping further validation for this README."""

lowerCamelCase_    :			Tuple    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
# Dataset Card My Dataset
"""

lowerCamelCase_    :			Dict    =	"""The following issues were found for the README at `{path}`:\n-\tThe README has several first-level headings: `Dataset Card for My Dataset`, `Dataset Card My Dataset`. Only one heading is expected. Skipping further validation for this README."""

lowerCamelCase_    :			Union[str, Any]    =	"""\
---
language:
- zh
- en
---

# Dataset Card My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
"""

lowerCamelCase_    :			Union[str, Any]    =	"""The following issues were found for the README at `{path}`:\n-\tNo first-level heading starting with `Dataset Card for` found in README. Skipping further validation for this README."""

lowerCamelCase_    :			str    =	""""""

lowerCamelCase_    :			Optional[Any]    =	"""The following issues were found for the README at `{path}`:\n-\tThe README has no first-level headings. One heading is expected. Skipping further validation for this README.\n-\tNo YAML markers are present in the README."""

lowerCamelCase_    :			Optional[int]    =	"""\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
"""

lowerCamelCase_    :			Optional[int]    =	"""The following issues were found while parsing the README at `{path}`:\n-\tMultiple sections with the same heading `Dataset Card for My Dataset` have been found. Please keep only one of these sections."""







@pytest.mark.parametrize(
    """readme_md, expected_dict"""  ,     [
        (README_CORRECT, CORRECT_DICT),
        (README_CORRECT_FOUR_LEVEL, CORRECT_DICT_FOUR_LEVEL),
    ]  ,     )
def 							A__       (    lowerCamelCase  ,     lowerCamelCase    )	->						Optional[int]:
				assert ReadMe.from_string(lowerCamelCase  ,     lowerCamelCase    ).to_dict() == expected_dict







@pytest.mark.parametrize(
    """readme_md, expected_error"""  ,     [
        (README_NO_YAML, EXPECTED_ERROR_README_NO_YAML),
        (README_EMPTY_YAML, EXPECTED_ERROR_README_EMPTY_YAML),
        (README_INCORRECT_YAML, EXPECTED_ERROR_README_INCORRECT_YAML),
        (README_EMPTY, EXPECTED_ERROR_README_EMPTY),
        (README_NONE_SUBSECTION, EXPECTED_ERROR_README_NONE_SUBSECTION),
        (README_MISSING_FIRST_LEVEL, EXPECTED_ERROR_README_MISSING_FIRST_LEVEL),
        (README_MISSING_SUBSECTION, EXPECTED_ERROR_README_MISSING_SUBSECTION),
        (README_MISSING_TEXT, EXPECTED_ERROR_README_MISSING_TEXT),
        (README_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_WRONG_FIRST_LEVEL),
        (README_MULTIPLE_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_MULTIPLE_WRONG_FIRST_LEVEL),
        (README_MISSING_CONTENT, EXPECTED_ERROR_README_MISSING_CONTENT),
    ]  ,     )
def 							A__       (    lowerCamelCase  ,     lowerCamelCase    )	->						Any:
				with pytest.raises(lowerCamelCase  ,     match=re.escape(expected_error.format(path="""root"""    )    )    ):
								UpperCamelCase_:				Union[str, Any]						=    ReadMe.from_string(lowerCamelCase  ,     lowerCamelCase    )
								readme.validate()







@pytest.mark.parametrize(
    """readme_md, expected_error"""  ,     [
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]  ,     )
def 							A__       (    lowerCamelCase  ,     lowerCamelCase    )	->						List[Any]:
				with pytest.raises(lowerCamelCase  ,     match=re.escape(expected_error.format(path="""root"""    )    )    ):
								ReadMe.from_string(lowerCamelCase  ,     lowerCamelCase    )







@pytest.mark.parametrize(
    """readme_md,"""  ,     [
        (README_MULTIPLE_SAME_HEADING_1),
    ]  ,     )
def 							A__       (    lowerCamelCase    )	->						List[Any]:
				ReadMe.from_string(lowerCamelCase  ,     lowerCamelCase  ,     suppress_parsing_errors=lowerCamelCase    )







@pytest.mark.parametrize(
    """readme_md, expected_dict"""  ,     [
        (README_CORRECT, CORRECT_DICT),
        (README_CORRECT_FOUR_LEVEL, CORRECT_DICT_FOUR_LEVEL),
    ]  ,     )
def 							A__       (    lowerCamelCase  ,     lowerCamelCase    )	->						int:
				with tempfile.TemporaryDirectory() as tmp_dir:
								UpperCamelCase_:				Any						=    Path(lowerCamelCase    ) / """README.md"""
								with open(lowerCamelCase  ,     """w+"""    ) as readme_file:
												readme_file.write(lowerCamelCase    )
								UpperCamelCase_:				Optional[int]						=    ReadMe.from_readme(lowerCamelCase  ,     lowerCamelCase    ).to_dict()
								assert out["name"] == path
								assert out["text"] == ""
								assert out["is_empty_text"]
								assert out["subsections"] == expected_dict["subsections"]







@pytest.mark.parametrize(
    """readme_md, expected_error"""  ,     [
        (README_NO_YAML, EXPECTED_ERROR_README_NO_YAML),
        (README_EMPTY_YAML, EXPECTED_ERROR_README_EMPTY_YAML),
        (README_INCORRECT_YAML, EXPECTED_ERROR_README_INCORRECT_YAML),
        (README_EMPTY, EXPECTED_ERROR_README_EMPTY),
        (README_NONE_SUBSECTION, EXPECTED_ERROR_README_NONE_SUBSECTION),
        (README_MISSING_FIRST_LEVEL, EXPECTED_ERROR_README_MISSING_FIRST_LEVEL),
        (README_MISSING_SUBSECTION, EXPECTED_ERROR_README_MISSING_SUBSECTION),
        (README_MISSING_TEXT, EXPECTED_ERROR_README_MISSING_TEXT),
        (README_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_WRONG_FIRST_LEVEL),
        (README_MULTIPLE_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_MULTIPLE_WRONG_FIRST_LEVEL),
        (README_MISSING_CONTENT, EXPECTED_ERROR_README_MISSING_CONTENT),
    ]  ,     )
def 							A__       (    lowerCamelCase  ,     lowerCamelCase    )	->						Union[str, Any]:
				with tempfile.TemporaryDirectory() as tmp_dir:
								UpperCamelCase_:				List[str]						=    Path(lowerCamelCase    ) / """README.md"""
								with open(lowerCamelCase  ,     """w+"""    ) as readme_file:
												readme_file.write(lowerCamelCase    )
								UpperCamelCase_:				Tuple						=    expected_error.format(path=lowerCamelCase    )
								with pytest.raises(lowerCamelCase  ,     match=re.escape(lowerCamelCase    )    ):
												UpperCamelCase_:				List[Any]						=    ReadMe.from_readme(lowerCamelCase  ,     lowerCamelCase    )
												readme.validate()







@pytest.mark.parametrize(
    """readme_md, expected_error"""  ,     [
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]  ,     )
def 							A__       (    lowerCamelCase  ,     lowerCamelCase    )	->						str:
				with tempfile.TemporaryDirectory() as tmp_dir:
								UpperCamelCase_:				int						=    Path(lowerCamelCase    ) / """README.md"""
								with open(lowerCamelCase  ,     """w+"""    ) as readme_file:
												readme_file.write(lowerCamelCase    )
								UpperCamelCase_:				Any						=    expected_error.format(path=lowerCamelCase    )
								with pytest.raises(lowerCamelCase  ,     match=re.escape(lowerCamelCase    )    ):
												ReadMe.from_readme(lowerCamelCase  ,     lowerCamelCase    )







@pytest.mark.parametrize(
    """readme_md,"""  ,     [
        (README_MULTIPLE_SAME_HEADING_1),
    ]  ,     )
def 							A__       (    lowerCamelCase    )	->						Tuple:
				with tempfile.TemporaryDirectory() as tmp_dir:
								UpperCamelCase_:				Union[str, Any]						=    Path(lowerCamelCase    ) / """README.md"""
								with open(lowerCamelCase  ,     """w+"""    ) as readme_file:
												readme_file.write(lowerCamelCase    )
								ReadMe.from_readme(lowerCamelCase  ,     lowerCamelCase  ,     suppress_parsing_errors=lowerCamelCase    )








import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin

class 							_UpperCamelCase					(       unittest.TestCase  ,							_A	):






			'''simple docstring'''

			def    lowerCAmelCase__						(							self			:							Tuple   ):
							UpperCamelCase_:				List[Any]						=    load_tool("""text-classification"""   )
							self.tool.setup()
							UpperCamelCase_:				Optional[int]						=    load_tool("""text-classification"""    ,						remote=snake_case_   )

			def    lowerCAmelCase__						(							self			:							Optional[Any]   ):
							UpperCamelCase_:				Union[str, Any]						=    self.tool("""That's quite cool"""    ,						["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )

			def    lowerCAmelCase__						(							self			:							int   ):
							UpperCamelCase_:				Tuple						=    self.remote_tool("""That's quite cool"""    ,						["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )

			def    lowerCAmelCase__						(							self			:							Optional[int]   ):
							UpperCamelCase_:				int						=    self.tool(text="""That's quite cool"""    ,						labels=["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )




			def    lowerCAmelCase__						(							self			:							Tuple   ):
							UpperCamelCase_:				List[Any]						=    self.remote_tool(text="""That's quite cool"""    ,						labels=["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )






